Senior Software Engineer - AI
StubHub
7 months ago
Los Angeles, CA, USA
Senior / Mid Level
H1B Sponsor
Base Salary
$200k - $250k/yr
Responsibilities
- Design and implement AI tooling and infrastructure to support company-wide AI adoption.
- Develop custom machine learning models tailored to specific business use cases.
- Establish AI/ML best practices, standards, and governance frameworks.
- Collaborate with cross-functional teams to identify AI opportunities and requirements.
- Lead the evaluation, selection, and integration of AI platforms and technologies.
- Create documentation, training materials, and knowledge-sharing programs.
- Monitor model performance and implement continuous improvement processes.
- Stay current with emerging AI technologies and industry trends.
Requirements
- Bachelor's degree in Computer Science, Data Science, Machine Learning, or related technical field.
- 4+ years of hands-on experience in machine learning and AI development.
- Strong analytical and problem-solving abilities.
- Excellent communication skills for technical and non-technical audiences.
- Ability to work independently and manage multiple projects simultaneously.
- Experience with ML Ops tools and practices (ML flow, Kubeflow, DVC, etc.).
- Proficiency in containerization (Docker, Kubernetes) and microservices architecture.
- Proficiency in Python and at least one other programming language (R, Java, Scala).
- Strong experience with ML frameworks (TensorFlow, PyTorch).
- Experience with cloud platforms (AWS, GCP, or Azure) and their ML services.
- Knowledge of data preprocessing, feature engineering, and model evaluation.
- Familiarity with version control systems (Git) and CI/CD pipelines.
- Knowledge of data engineering tools and practices (Apache Spark, Kafka, Airflow).
- Solid understanding of machine learning algorithms and statistical methods.
Benefits
- Immerse yourself in an environment designed for swift skill and knowledge enhancement.
- Enjoy a rewarding compensation package that includes enticing stock incentives.
- Embrace a healthy work-life balance with unlimited Flex Time Off.
- Prioritize your well-being with a comprehensive benefits package, featuring 401k, and premium Health, Vision, and Dental Insurance options.
- Engage in vibrant team events that foster camaraderie and collaboration.
Tech Stack
Apache AirflowApache KafkaApache SparkAWSAzureDockerDVCGitGoogle Cloud PlatformJavaKubernetesMLflowPythonPyTorchRScalaTensorFlow
Categories
AI & MLData Science